Sovereign, Decentralized, or Private Perimeter AI? Govern the Decision Before You Pick the Plumbing
Who I am, and why these three words keep coming up
I've been writing software for more than 25 years, mostly in education technology, behavioral analytics and data science. I recently started my tenth company as technical founder. I'm also co-founder and chairman of Saigon A.I., a doctoral researcher at the University of St Andrews working between educational psychology and artificial intelligence with a focus on self-regulated learning (SRL), and the builder of QCoda, an AI governance platform focused on governing AI-assisted software engineering.
QCoda started with a pattern I kept running into, in my own teams and in teams I advised. We'd make a dozen consequential decisions while planning an AI feature. Which model. Which data. Where it runs. Who gets to see the prompts. Nobody wrote any of it down. Months later an auditor (or a customer's security team, or a regulator) would ask why we did it...
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